The difference is you can dissolve your stealth startup if the feedback is negative enough and form another startup around a different idea.

You can't easily "dissolve" your personal identity if things go south. You'll forever be "that stupid person who say X online" to search engines forever. Unless someone's working on a stealth startup to fix this…